{"id":"W4250343275","doi":"10.29173/ikc3719","title":"The evolution of kimberlite indicator mineral interpretation on the Chidliak project, Baffin Island, Nunavut","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 2012","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BHP (Canada); Peregrine Diamonds (Canada)","funders":"","keywords":"Kimberlite; Geology; Interpretation (philosophy); Mineral exploration; Geochemistry; Mineral; Earth science; Mantle (geology); Computer science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001304732,0.0003112113,0.0002424618,0.003056145,0.001753404,0.001946427,0.00147723,0.0004958088,0.001643031],"category_scores_gemma":[0.004021325,0.00030133,0.0001611518,0.003668828,0.001049907,0.0005081057,0.001603627,0.000378869,0.0003728504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006498138,"about_ca_system_score_gemma":0.007107703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292372,"about_ca_topic_score_gemma":0.9840072,"domain_scores_codex":[0.9991876,0.0001113577,0.0000451003,0.0002074483,0.0003071296,0.0001412876],"domain_scores_gemma":[0.997433,0.0003125194,0.0002519137,0.0001372327,0.001633604,0.0002316329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001747159,0.00003296424,0.9668792,0.00007843208,0.00005929043,0.0002603843,0.005315406,0.0009892586,0.004780247,0.0004030365,0.002119169,0.01890793],"study_design_scores_gemma":[0.000005380447,0.00000748393,0.9919654,0.0000328449,0.00001840591,0.00005789371,0.00343145,0.0007349047,0.0007506007,0.0000329178,0.002954513,0.000008179874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882457,0.0003414978,0.0002131311,0.0002380565,0.00001026742,0.00004362708,0.00343968,0.00004416172,0.007423953],"genre_scores_gemma":[0.9932979,0.0001653424,0.001307688,0.00005057269,0.00000324662,0.00003374842,0.002231465,0.00003725115,0.002872847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07076281,"threshold_uncertainty_score":0.1423591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186365806470971,"score_gpt":0.2444438187835547,"score_spread":0.232580160718845,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}